Image Classification on ImageNet30
89.6Accuracy (Severity 0)SharpDRO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SharpDROType=Gaussian2025.12 | 89.6 | 88.3 | 85.5 | 82.8 | 77.5 | 70.2 | |
| SharpDROType=Shot2025.12 | 88.3 | 88.1 | 86.4 | 85.3 | 78.2 | 68.2 | |
| ERMType=Gaussian2025.12 | 87.5 | 84.6 | 81.9 | 76.5 | 71.2 | 65.3 | |
| ERMType=Shot2025.12 | 86.9 | 84.8 | 83.6 | 79.7 | 75.4 | 64.6 | |
| IRMType=Shot2025.12 | 86.8 | 85.1 | 81.5 | 73.5 | 68.5 | 62.5 | |
| GroupDROType=Shot2025.12 | 86.7 | 85.6 | 84.5 | 80.7 | 76.2 | 65.4 | |
| IRMType=Gaussian2025.12 | 86.6 | 84.4 | 80.6 | 75.2 | 70.7 | 64.8 | |
| RExType=Gaussian2025.12 | 86.3 | 83.8 | 81.1 | 75.6 | 71.5 | 66.1 | |
| GroupDROType=Gaussian2025.12 | 85.1 | 84.2 | 81.2 | 76.3 | 72 | 66.3 | |
| RExType=Shot2025.12 | 83.8 | 86.3 | 82.5 | 73.9 | 70.6 | 64 |